This project contains the lab notebooks from course: Large Language Models: Application through Production by Databricks

1. LLMs with Hugging Face
2. Embeddings, Vector DBs, and Search
3. Building LLM Chains
4. LLM Evaluation

To run Databricks' labs you can leverage Docker with the instructions below:

1. For first time usage, you need to build the Docker image:

   docker compose build .

2. After that you can start the container with:

   docker compose up -d

3. Go to Docker desktop, to retrieve your jupyterlab access URL.

   • Click the container name, to open the logs.
   • Retrive the jupyterlab URL, it should look like: http://127.0.0.1:8888/lab?token=4150032f3603c85febf54b8b40bb761a2eb46e2fb593d5dc

   

4. To stop the container, run:

   docker compose down